Data Debugging with Shapley Importance over End-to-End Machine Learning Pipelines

Bojan Karlaš, David Dao, Matteo Interlandi +4

Developing modern machine learning (ML) applications is data-centric, of which one fundamental challenge is to understand the influence of data quality to ML training -- "Which tra…